进化游戏选择创造合作环境

IF 2.4 3区 物理与天体物理 Q1 Mathematics Physical review. E Pub Date : 2024-07-29 DOI:10.1103/physreve.110.014306
Onkar Sadekar, Andrea Civilini, Jesús Gómez-Gardeñes, Vito Latora, Federico Battiston
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引用次数: 0

摘要

竞争环境中集体合作的出现是生物学、经济学和社会系统中一个众所周知的现象。大多数进化博弈模型都关注固定博弈策略的进化,而战略决策如何与环境共同进化却一直被忽视。在这里,我们考虑了一个博弈选择模型,在这个模型中,不仅策略,而且博弈都会随着时间的推移遵循进化原则发生变化。我们的研究结果表明,博弈和策略的共同进化动态可以诱发新的集体现象,促进合作环境的出现。当模型应用于结构化种群时,互动网络的结构可以显著放大亲社会行为,其中网络异质性和相似玩家集群的存在发挥了关键作用,而这正是在现实世界种群中观察到的显著特征。我们的模型揭示了不同结构种群的策略演化与博弈之间的联系,为我们揭示现实世界社会系统中普遍存在的社会困境的起源提供了新的思路。
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Evolutionary game selection creates cooperative environments
The emergence of collective cooperation in competitive environments is a well-known phenomenon in biology, economics, and social systems. While most evolutionary game models focus on the evolution of strategies for a fixed game, how strategic decisions coevolve with the environment has so far mostly been overlooked. Here, we consider a game selection model where not only the strategies but also the game can change over time following evolutionary principles. Our results show that coevolutionary dynamics of games and strategies can induce novel collective phenomena, fostering the emergence of cooperative environments. When the model is taken on structured populations the architecture of the interaction network can significantly amplify pro-social behavior, with a critical role played by network heterogeneity and the presence of clustered groups of similar players, distinctive features observed in real-world populations. By unveiling the link between the evolution of strategies and games for different structured populations, our model sheds new light on the origin of social dilemmas ubiquitously observed in real-world social systems.
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来源期刊
Physical review. E
Physical review. E 物理-物理:流体与等离子体
CiteScore
4.60
自引率
16.70%
发文量
0
审稿时长
3.3 months
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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